SOTAVerified

Semantic Segmentation

Papers

Showing 1067610700 of 14763 papers

TitleStatusHype
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time0
Learning Affinity via Spatial Propagation Networks0
Learning Affinity via Spatial Propagation Network0
Learning a General Model: Folding Clothing with Topological Dynamics0
Learning Robust Medical Image Segmentation from Multi-source Annotations0
Linguistic Query-Guided Mask Generation for Referring Image Segmentation0
Learning a Loopy Model For Semantic Segmentation Exactly0
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation0
Learning a sparse database for patch-based medical image segmentation0
Learning a unified label space0
Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection0
Learning-Based Atlas Selection for Multiple-Atlas Segmentation0
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative0
Learning-Based Keypoint Registration for Fetoscopic Mosaicking0
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision0
Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness0
Learning Camouflaged Object Detection from Noisy Pseudo Label0
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation0
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation0
Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images0
Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation0
Learning color space adaptation from synthetic to real images of cirrus clouds0
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks0
Learning Common Representation from RGB and Depth Images0
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified